Analizers
The analizers are tools that are supposed to do 2 things 1 - Analize the network state 2 - Send a stop flag when the stop criteria is reached
I'm thinking on two types of analizers:
-
Experiment like Analizer. This one will run a full experiment at each N
iteration in the validation set and will do some plots, such as- EER
- FAR10
- FAR1000
- Loss
- LR
-
Simple analizer that just plot, basically, the loss of the train and validation